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. 2023 May 2;45(5):3877–3910. doi: 10.3390/cimb45050249

Table 3.

Summary of study characteristics, demographics, radiation type, sample collection and analysis, and main findings of the eligible studies in animals (except mice).

Animals Author, Year
/
Interventional
Participants
/
N Irradiated
Microbiome Assessment Method
/
Type of Sample
/
Number of Samples
Main Findings
Type of Radiation
Rats Rentea RM, 2016
[36]
/
Interventional
Rats
WAG/RijCmer
Male
5 weeks
/
N = 15
5—Nonirradiated; 5—irradiated; 5—intestinal alkaline phosphatase (RT + IAP)
16s rRNA
/
Real-time PCR
/
Fecal
N = 2
D0 and 4 days after irraiation
Composition
  • Bacteroidetes—unaltered

  • Firmicutes—slightly decreased

  • Proteobacteria—greatly increased (100,000 xs)

X-rays
13 Gy—single dose
/
Intestinal lower hemibody radiation
Lam V, 2012 [37]
/
Interventional
Rats WAG/RijCmcr (Wistar)
Male
5 weeks
/
N = 10
(n = 5/group)
qPCR
and
16S rRNA
/
Second Genome Inc.
G3 PhyloChipe 16S rRNA
microarray-based assay
/
Fecal
N = 4
D0 and days 4, 11, and 21 post-irradiation
Composition
  • Proteobacteria increased almost 1000-fold 4 days after 10 Gy and then returned to control values. 18 Gy prolonged increase over 5 days compared to over 3 days observed after 10 Gy

  • Bacteroidetes—less affected

  • Cyanobacteria OTU 31,902 increased

  • Clostridia—less affected

  • Clostridia OTU 39,153 decreased

  • OTU 42,924 unchanged

  • Bacteroidales—increased

  • Lactobacillaceae and Streptococcaceae—increased

  • Peptostreptococcaceae—unchanged

  • Clostridiaceae—unchanged abundance but 47 separate OTUs decreased

X-rays
TBI
Single dose 10.0 Gy
Multiple-fraction 18.0 Gy
Wild rodent:
Bank Vole
Myodes glareolus
Lavrinienko A, 2018 [38]
/
Observational
Wild rodent:
Bank Vole
Myodes glareolus
/
N = 137
16S rRNA
V4
/
Illumina MiSeq platform at BGI
/
Fecal
Diversity/richness
  • Neither community richness nor evenness differed significantly (p > 0.05) between samples grouped by study area

  • Significant differences in beta diversity

Composition
  • Radiation was identified as a significant predictor of the abundance of Bacteroidetes, Firmicutes and Proteobacteria (p = 0.001)

  • ratio of Firmicutes to Bacteroidetes decreased

  • Some members of the Desulfovibrionaceae can tolerate high radiation levels (CH) and have a potential for bioremediation of radionuclides

3 study areas of environmental radiation: (1) high (CH) and (2) low (CL and KL)
Lavrinienko, 2020
[39]
/
Observational
Wild rodent:
Bank Vole
Myodes glareolus
/
28 individuals provided fecal
(CL1 n = 3, CL2 n = 13; CH1 n = 8, CH2 n = 4).

(84–43 Recapture)
16s rRNA
V4
/
Illumina MiSeq platform at BGI
/
Fecal
N = 1
Diversity/richness
  • alpha diversity (number of ASVs, Shannon Index) unchanged.

Composition
  • Enrichment of members of the S24-7 family (Bacteroidetes) in samples from CL and an increase in ASVs assigned to Ruminococcaceae, Lachnospiraceae (Firmicutes) and Desulfovibrionaceae families in CH samples.


Second capture CL:
  • S24-7 family (>10% reduction in relative abundance) decreased

  • Ruminococcaceae and Lachnospiraceae (p < 0.05)—increased

Ambient radiation
Chernobyl High Radiation (CH) and Chernobyl Low radiation (CL)
Göttingen minipigs
and
Chinese rhesus macaques
Carbonero F, 2018 [40]
/
Interventional
Göttingen Minipigs
and
Chinese rhesus Macaques

8 Minipigs
8 Macaques
16s rRNA
/
Illumina MiSeq
/
Fecal
N = 2
-2/3 days before
-3 days after
Minipigs
Diversity/richness
  • Shannon index—decreased

Composition
  • Clostridiales—increased

  • Bacteroides and Paraprevotella—decreased

  • Blautia, Oscillibacter, Streptococcus and Lactobacillus—increased

  • Roseburia, Ruminococcus and unclassified Lachnospiraceae—Significant decreased

Macaques
Diversity/richness
  • No significant effect diversity indices (taxa number and Shannon index)

Composition
  • Verrucomicrobia increased

  • unclassified Lachnospiraceae and Veillonellaceae—increased

Both
  • Helicobacter increased

  • Treponema, Elusimicrobium increased

6 MV linear accelerator (LINAC)
80 ± 2.5 Gy/min
1.8 Gy Minipigs 6.8 Gy Macaques
Carbonero F, 2018 [41]
/
Interventional
Göttingen minipigs

Chinese rhesus macaques
/
N = 74
male Chinese rhesus macaques

50 Minipigs
16s rRNA
/
Illumina MiSeq
QIAGEN
/
Fecal
/
Minipigs: collected on days 0 and 3

Macaque fecal samples were collected 24 h before
irradiation, between 1–3 h postirradiation and on days 3
and 14 postirradiation
Macaques
Diversity/richness
  • Overall diversity was not significantly affected

  • Number of taxa observed decreased numerically (66 to 63)

Composition
  • Firmicutes decreased

  • Spirochaetes increased

  • Actinobacteria decreased

  • Proteobacteria and Bacteroidetes—increased

  • Helicobacter and Treponema—decreased/only higher radiation levels—immediate increase.

  • Betaproteobacteria members, Desulfovibrio and Bilophila—decreased

  • Streptococcus and Prevotella—decreased

  • Bacteroides and Parabacteroides—increased

  • Paraprevotella and Clostridium clusters IV and XIVa—increased

  • Clostridium increased

  • Clostridium XIVa Significant positive correlations

  • Blautia and Lactobacillus increased

  • Actinobacteria major genera—decrease (Collinsella and Slackia)

  • Collinsella higher radiation levels were characterized by lower numbers

  • Slackia higher radiation levels—lower numbers


Minipigs
Richness
  • Number of genera—increased

Composition
  • Firmicutes and Verrumicrobia increased

  • Bacteroidetes and Proteobacteria decreased

  • Bacteroides, Clostridium, Roseburia—decreased

  • Streptococcus increased

  • Oscillibacter increased/correlated negatively with radiation intensity

  • Blautia increased

  • Elusimicrobium All radiation levels led to significant decreases/were found to correlate negatively with radiation intensity until 2.1 Gy.

  • Prevotella, Faecalibacterium, Bifidobacterium decreased

  • Clostridium cluster IV, XIVa and XIVb: High radiation levels (1.95–2.25 Gy) led to increases

  • Olsenella and Alistipes—increased

  • Butyricimonas and Collinsella—decreased

  • Ruminococcus and Clostridium XIVa—significant positive correlations

  • Lactobacillus correlate negatively

Macaques
5.9 Gy (n = 12); 6.3 Gy (n = 14); 6.8 Gy (n = 16); 7.2 Gy (n = 16); and 7.7 Gy (n = 16)

Minipigs
1.65 Gy (n = 9); 1.80 Gy (n = 10); 1.95 Gy (n = 11); 2.10 Gy
(n = 13); and 2.25 Gy (n = 7)
Chinese rhesus macaques, Macaca
mulatta
Kalkeri R, 2021 [42]
/
Interventional
Chinese rhesus macaques, Macaca
Mulatta
/
N = 19
Fecal samples
/
N = 3
1 day prior and 1 and 4 days after exposure
Diversity/richness
  • Alpha Diversity (Shannon Diversity Index) revealed no major difference between pre- and post-irradiation,

  • Beta diversity analysis showed significant differences in the microbiome after irradiation (day + 4) compared to baseline (pre-irradiation)

Composition
  • Firmicutes/Bacteriodetes ratio—decreased

  • Actinobacillus, Bacteroides, Prevotella (Paraprevotellaceae family) and Veillonella—significantly increased

  • Acinetobacter and Aerococcus—decreased

Gamma-rays
7.4 Gy
Flies Cai Z, 2018 [43]
/
Interventional
Flies Males
Bactrocera dorsalis

3000 pupae irradiated

15 guts irradiated
15 guts control
16s rRNA V4
/
Illumina MiSeq
QIIME v1.8
/
Gut
/
Irradiation 48h before eclosion Day1
Day7
Day14
Post eclosion
Diversity/richness
  • Diversity significant increase at 1 DPE (ACE, Chao1, Shannon indexes). At 7 DPE, the ACE, Chao1 and Shannon indexes increased

  • Chao1 index—significant difference between irradiated and control flies, at 7 DPE.

  • Richness increased

  • Total bacteria decreased by 40% at 1 DPE. No significant differences at 7 or 14 DPE

Composition
  • Enterobacteriaceae decreased 54% at 1 DPE, 52% at 7 and 51% at 14 DPE

  • Bacillaceae, Clostridiaceae, Xanthomonadaceae, Sphingobacteriaceae, Aeromonadacea and Flavobacteriaceae increased significantly

100Gy
gamma ray
Gammacell 220 60Co
With an activity of 9435 × 1015 Bq
Central dose of 8Gy/min at the beginning of the test
Ben Ami, 2020 [44]
/
Interventional
Flies
Vienna 8
Wild C capitata pupae
/
150 bacterial colonies from non irradiated
150 colonies from 5-day-old irradiated flies and 100 colonies from field flies
16s rRNA
/
PCR-DGGE
Diversity
  • Gut bacterial diversity, as expressed by the total number of bands appearing in the gel, is reduced at eclosion day in the irradiated gut compared with non-irradiated guts and to those of 5-day-old males (3.47 ± 0.22 bands per lane for the irradiated eclosion day gut compared with 5.3 ± 0.39 and 5.55 ± 0.62 bands per lane for the non-irradiated eclosion day gut and 5-day-old gut, respectively)

Composition
Non-irradiated vs. irradiated vs. irradiated mass 5 day-read
  • Klebsiella sp.—18.67% vs. 4.0% vs. 23.0%. Is a dominant community among the total gut microbiota of the non-irradiated, 5-day-old irradiated flies and of wild flies (18.67, 23.0, and 31.0%, respectively); its prevalence in the gut of the irradiated flies on eclosion day is significantly lower (4.0%, t-test: t ¼ 2.0129, p < 0.05)

  • Enterobacter sp.—21.33% vs. 37.33% vs. 23.0%

  • Citrobacter sp.—9.3% vs. 4,6% vs. 4.0%

  • Bacillus sp.—8.0% vs. 7.33% vs. 2.0%

  • Pseudomonas sp.—20.67% vs. 27.33% vs. 16.0%

  • Ralstonia sp.—10.0% vs. 8.67%

  • Providencia sp.—12.0% vs. 4.0% vs. 22.0%

Delta irradiation
Woruba DN [45]
/
Interventional
Flies

Queensland fruit fly, Bactrocera
Tryoni

54 = (3 × 18)
16S rRNA
V3 and V4 regions
QIIME
/
Intact gut dissections
/
N = 2
1 and 14 days after irradiation
Diversity/richness
  • Diversity increased

  • No changes in bacterial diversity and in relative abundance of OTU

  • Bacterial load increased

Delta irradiation